Knowledge Engine

    Semantic Dictionary

    The Semantic Dictionary is the brain of Stellar Intelligence X. It maps your obscure, physical schema into high-fidelity business terminology.

    The Linguistic Bridge

    LLMs are powerful but cannot intuit your internal naming conventions. The dictionary provides the context necessary for accurate natural language translation.

    Physical Node

    txn_amt_cents | created_ts

    Raw column values generated directly from your database clusters.

    Business Identity

    Total Revenue (USD) | Completion Date

    The abstracted conversational semantic value mapped for user insight.

    Refined Mapping Protocol

    • 01
      Target SelectionIdentify the warehouse table and the specific physical column you wish to hydrate with semantic meaning.
    • 02
      Identity DefinitionAssign a business-friendly Display Name (e.g., "Lifetime Value") replacing cryptic system keys.
    • 03
      Context InjectionProvide high-density descriptions to guide the AI's reasoning for complex analytical join operations.
    Expert Protocol

    Mapping Best Practices

    Linguistic ClarityAvoid internal acronyms like "rev" or "qty". Use full business terms.
    Unit SpecificationAlways include denominations (e.g., 'Revenue (USD)' vs 'Units sold').
    Temporal PrecisionClearly distinguish between 'Created Date' and 'Last Modified Date'.
    Audience IsolationOnly map columns that your target audience sets (via Governance tools) are strictly permitted to query.